Flying Calligrapher: Contact-Aware Motion and Force Planning and Control for Aerial Manipulation

Aerial manipulation has gained interest in completing high-altitude tasks that are challenging for human workers, such as contact inspection and defect detection, etc. Previous research has focused on maintaining static contact points or forces. This letter addresses a more general and dynamic task: simultaneously tracking time-varying contact force in the surface normal direction and motion trajectories on tangential surfaces. We propose a pipeline that includes a contact-aware trajectory planner to generate dynamically feasible trajectories, and a hybrid motion-force controller to track such trajectories. We demonstrate the approach in an aerial calligraphy task using a novel sponge pen design as the end-effector, whose stroke width is positively related to the contact force. Additionally, we develop a touchscreen interface for flexible user input. Experiments show our method can effectively draw diverse letters, achieving an IoU of 0.59 and an end-effector position (force) tracking RMSE of 2.9 cm (0.7N).

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Publication Details

Journal
IEEE Robotics and Automation Letters
Published
2024-10-24
DOI
https://doi.org/10.1109/lra.2024.3486236
Citations
13
Primary Topic
Robotic Path Planning Algorithms
Type
article
Field-Weighted Citation Impact
3.24
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article

Flying Calligrapher: Contact-Aware Motion and Force Planning and Control for Aerial Manipulation

Mohammadreza Mousaei, Junyi Geng, Guanya Shi, Sebastian Scherer et al.
13 citations
IEEE Robotics and Automation Letters
Robotic Path Planning Algorithms
3.24
article

Flying Calligrapher: Contact-Aware Motion and Force Planning and Control for Aerial Manipulation

Mohammadreza Mousaei, Junyi Geng, Guanya Shi, Sebastian Scherer, Guanqi He, Jiahe Xu, Xiaofeng Guo
article en
13 citations

Abstract

Aerial manipulation has gained interest in completing high-altitude tasks that are challenging for human workers, such as contact inspection and defect detection, etc. Previous research has focused on maintaining static contact points or forces. This letter addresses a more general and dynamic task: simultaneously tracking time-varying contact force in the surface normal direction and motion trajectories on tangential surfaces. We propose a pipeline that includes a contact-aware trajectory planner to generate dynamically feasible trajectories, and a hybrid motion-force controller to track such trajectories. We demonstrate the approach in an aerial calligraphy task using a novel sponge pen design as the end-effector, whose stroke width is positively related to the contact force. Additionally, we develop a touchscreen interface for flexible user input. Experiments show our method can effectively draw diverse letters, achieving an IoU of 0.59 and an end-effector position (force) tracking RMSE of 2.9 cm (0.7N).

IEEE Robotics and Automation LettersVol. 9(12)
Pennsylvania State University (US), Carnegie Mellon University (US)
Openalex Percentile: Top 7%
Robotic Path Planning Algorithms
3.24
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Flying Calligrapher: Contact-Aware Motion and Force Planning and Control for Aerial Manipulation — Mohammadreza Mousaei, Junyi Geng, et al. · IEEE Robotics and Automation Letters (2024) | TGRS Research Map | TGRS